Densities of almost surely terminating probabilistic programs are differentiable almost everywhere
We study the differential properties of higher-order statistical probabilistic programs with recursion and conditioning. Our starting point is an open problem posed by Hongseok Yang: what class of statistical probabilistic programs have densities that are differentiable almost everywhere? To formali...
| Main Authors: | , , , |
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| 格式: | Conference item |
| 语言: | English |
| 出版: |
Springer
2021
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